Search Results for author: Giacomo Baggio

Found 4 papers, 1 papers with code

Dynamic Brain Networks with Prescribed Functional Connectivity

no code implementations11 Oct 2023 Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso

In this paper, we consider stable stochastic linear systems modeling whole-brain resting-state dynamics.

Data-driven Eigenstructure Assignment for Sparse Feedback Design

no code implementations31 Mar 2023 Federico Celi, Giacomo Baggio, Fabio Pasqualetti

Additionally, the paper proposes a closed-form expression for the feedback gain that solves the eigenstructure assignment problem.

Learning Minimum-Energy Controls from Heterogeneous Data

no code implementations18 Jun 2020 Giacomo Baggio, Fabio Pasqualetti

Then, we leverage this data-based representation to derive closed-form data-driven expressions of minimum-energy controls for a wide range of control horizons.

Conal Distances Between Rational Spectral Densities

1 code implementation9 Aug 2017 Giacomo Baggio, Augusto Ferrante, Rodolphe Sepulchre

The paper generalizes Thompson and Hilbert metric to the space of spectral densities.

Optimization and Control

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